NDLI: Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?

Content Provider	IEEE Xplore Digital Library
Author	Siqi Liu Sidong Liu Fan Zhang Weidong Cai Pujol, S. Kikinis, R. Dagan Feng
Copyright Year	2015
Description	Author affiliation: Harvard Med. Sch., Surg. Planning Lab., Boston, MA, USA (Pujol, S.; Kikinis, R.) \|\| Biomed. & Multimedia Inf. Tech. (BMIT) Group, Univ. of Sydney, Sydney, NSW, Australia (Siqi Liu; Sidong Liu; Fan Zhang; Weidong Cai; Dagan Feng)
Abstract	Current medical content-based retrieval (MCBR) systems for neuroimaging data mainly focus on retrieving the cross-sectional neuroimaging data with similar regional or global measurements. The longitudinal pathological changes along different time-points are usually neglected in such MCBR systems. We propose the cross-registration based retrieval for longitudinal MR data to retrieve patients with similar structural changes as an extension to the existing MCBR systems. The diffeomorphic demons registration is used to extract the tissue deformation between two adjacent MR volumes. An asymmetric square dissimilarity matrix is designed for indexing the patient changes within a specific interval. A visual demonstration is given to show the registration displacement fields of the query as compared to the simulated results. The experimental performance with the mean average precision (mAP) and the average top-K accuracy (aACC) are reported for evaluation.
Starting Page	588
Ending Page	591
File Size	2767477
Page Count	4
File Format	PDF
ISBN	9781479923748
DOI	10.1109/ISBI.2015.7163942
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2015-04-16
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Neuroimaging Medical diagnostic imaging Databases Transforms Alzheimer's disease ADNI Content-Based Retrieval Longitudinal Neuroimaging Analysis MRI
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

Validating unbiased registration on longitudinal MRI scans from the Alzheimer’S Disease neuroimaging initiative (ADNI)

Overview of ADNI MRI

The Italian Alzheimer's Disease Neuroimaging Initiative (I-ADNI): validation of structural MR imaging.

Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons

Joint T1 and brain fiber diffeomorphic registration using the demons

Association of cancer history with Alzheimer's disease onset and structural brain changes

Measurement of MRI scanner performance with the ADNI phantom

Accelerated Diffeomorphic Non-Rigid Image Registration with CUDA Based on Demons Algorithm

Multi-contrast diffusion tensor image registration with structural MRI

Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?

Similar Documents

Validating unbiased registration on longitudinal MRI scans from the Alzheimer’S Disease neuroimaging initiative (ADNI)

Overview of ADNI MRI

The Italian Alzheimer's Disease Neuroimaging Initiative (I-ADNI): validation of structural MR imaging.

Joint T1 and Brain Fiber Diffeomorphic Registration Using the Demons

Joint T1 and brain fiber diffeomorphic registration using the demons

Association of cancer history with Alzheimer's disease onset and structural brain changes

Measurement of MRI scanner performance with the ADNI phantom

Accelerated Diffeomorphic Non-Rigid Image Registration with CUDA Based on Demons Algorithm

Multi-contrast diffusion tensor image registration with structural MRI

Longitudinal brain MR retrieval with diffeomorphic demons registration: What happened to those patients with similar changes?